Build an AI Money Saver Tool Using Python and ChatGPT [ft. LangChain]
Is ChatGPT able to give personal finance advice? We answer this question by building a Python program that uses LangChain (a popular Python framework) to integrate custom data with ChatGPT. In this video we look at how to use ChatGPT with custom data. We use an Excel spreadsheet containing 4 months worth of personal finance data and ask specific data-driven questions to ChatGPT to help us make sense of the data. We explore whether ChatGPT can help us reduce expenses and increase savings. Source code: https://github.com/mhkamal1/yt-content/tree/main/aisaver 00:00 intro 00:46 The Dataset 01:15 OpenAI API 01:27 LangChain 101: what are agents? 02:18 Code: Creating a CSV agent 02:58 Using the right model & temperature 04:02 Fun begins! Prompt #1 05:22 Prompt #2: Summing up expenses 06:19 Big fail!! Prompt #3 06:58 Rephrasing the prompt twice, still fails!! 07:55 The eureka moment! 08:55 Let me know if you want more videos of this style :) In short we cover: - Quick intro to LangChain - How to use ChatGPT with custom data (all sorts of document files) using Langchain - Exploring and investigating how to use ChatGPT to help our finances Please consider liking if you found the video useful and subscribe for more! Subscribe here: https://www.youtube.com/channel/UCKId3YaJ-uQ0Z4PMEGtg88A?sub_confirmation=1
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